CN101027678B - 基于单个图像的多生物统计系统及方法 - Google Patents

基于单个图像的多生物统计系统及方法 Download PDF

Info

Publication number
CN101027678B
CN101027678B CN2005800260898A CN200580026089A CN101027678B CN 101027678 B CN101027678 B CN 101027678B CN 2005800260898 A CN2005800260898 A CN 2005800260898A CN 200580026089 A CN200580026089 A CN 200580026089A CN 101027678 B CN101027678 B CN 101027678B
Authority
CN
China
Prior art keywords
single image
skin
recognition method
face
face recognition
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN2005800260898A
Other languages
English (en)
Chinese (zh)
Other versions
CN101027678A (zh
Inventor
哈特穆特·内文
亚当·哈特维希
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Google LLC
Original Assignee
Google LLC
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Google LLC filed Critical Google LLC
Publication of CN101027678A publication Critical patent/CN101027678A/zh
Application granted granted Critical
Publication of CN101027678B publication Critical patent/CN101027678B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/254—Fusion techniques of classification results, e.g. of results related to same input data
    • G06F18/256—Fusion techniques of classification results, e.g. of results related to same input data of results relating to different input data, e.g. multimodal recognition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • G06V10/809—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of classification results, e.g. where the classifiers operate on the same input data
    • G06V10/811—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of classification results, e.g. where the classifiers operate on the same input data the classifiers operating on different input data, e.g. multi-modal recognition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/168—Feature extraction; Face representation
    • G06V40/171—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/18—Eye characteristics, e.g. of the iris
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/18—Eye characteristics, e.g. of the iris
    • G06V40/193—Preprocessing; Feature extraction

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Human Computer Interaction (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Ophthalmology & Optometry (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Collating Specific Patterns (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
CN2005800260898A 2004-06-21 2005-06-21 基于单个图像的多生物统计系统及方法 Active CN101027678B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US58149604P 2004-06-21 2004-06-21
US60/581,496 2004-06-21
PCT/US2005/022037 WO2006023046A1 (en) 2004-06-21 2005-06-21 Single image based multi-biometric system and method

Publications (2)

Publication Number Publication Date
CN101027678A CN101027678A (zh) 2007-08-29
CN101027678B true CN101027678B (zh) 2011-09-21

Family

ID=35520844

Family Applications (1)

Application Number Title Priority Date Filing Date
CN2005800260898A Active CN101027678B (zh) 2004-06-21 2005-06-21 基于单个图像的多生物统计系统及方法

Country Status (12)

Country Link
US (1) US7697735B2 (pt)
EP (1) EP1766555B1 (pt)
JP (1) JP4610614B2 (pt)
KR (1) KR100982197B1 (pt)
CN (1) CN101027678B (pt)
AT (1) ATE476715T1 (pt)
AU (2) AU2005278003B8 (pt)
BR (1) BRPI0512354A (pt)
CA (1) CA2571643C (pt)
DE (1) DE602005022718D1 (pt)
ES (1) ES2348248T3 (pt)
WO (1) WO2006023046A1 (pt)

Families Citing this family (155)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7471846B2 (en) * 2003-06-26 2008-12-30 Fotonation Vision Limited Perfecting the effect of flash within an image acquisition devices using face detection
US8682097B2 (en) * 2006-02-14 2014-03-25 DigitalOptics Corporation Europe Limited Digital image enhancement with reference images
US7269292B2 (en) 2003-06-26 2007-09-11 Fotonation Vision Limited Digital image adjustable compression and resolution using face detection information
US8593542B2 (en) * 2005-12-27 2013-11-26 DigitalOptics Corporation Europe Limited Foreground/background separation using reference images
US7565030B2 (en) 2003-06-26 2009-07-21 Fotonation Vision Limited Detecting orientation of digital images using face detection information
US9692964B2 (en) 2003-06-26 2017-06-27 Fotonation Limited Modification of post-viewing parameters for digital images using image region or feature information
US8896725B2 (en) * 2007-06-21 2014-11-25 Fotonation Limited Image capture device with contemporaneous reference image capture mechanism
US9129381B2 (en) * 2003-06-26 2015-09-08 Fotonation Limited Modification of post-viewing parameters for digital images using image region or feature information
US7620218B2 (en) * 2006-08-11 2009-11-17 Fotonation Ireland Limited Real-time face tracking with reference images
US7362368B2 (en) * 2003-06-26 2008-04-22 Fotonation Vision Limited Perfecting the optics within a digital image acquisition device using face detection
US8494286B2 (en) 2008-02-05 2013-07-23 DigitalOptics Corporation Europe Limited Face detection in mid-shot digital images
US8498452B2 (en) 2003-06-26 2013-07-30 DigitalOptics Corporation Europe Limited Digital image processing using face detection information
US7574016B2 (en) 2003-06-26 2009-08-11 Fotonation Vision Limited Digital image processing using face detection information
US8330831B2 (en) 2003-08-05 2012-12-11 DigitalOptics Corporation Europe Limited Method of gathering visual meta data using a reference image
US8989453B2 (en) 2003-06-26 2015-03-24 Fotonation Limited Digital image processing using face detection information
US7440593B1 (en) 2003-06-26 2008-10-21 Fotonation Vision Limited Method of improving orientation and color balance of digital images using face detection information
US7844076B2 (en) 2003-06-26 2010-11-30 Fotonation Vision Limited Digital image processing using face detection and skin tone information
US7792970B2 (en) 2005-06-17 2010-09-07 Fotonation Vision Limited Method for establishing a paired connection between media devices
US8155397B2 (en) * 2007-09-26 2012-04-10 DigitalOptics Corporation Europe Limited Face tracking in a camera processor
US8948468B2 (en) 2003-06-26 2015-02-03 Fotonation Limited Modification of viewing parameters for digital images using face detection information
JP2005346806A (ja) * 2004-06-02 2005-12-15 Funai Electric Co Ltd Ｄｖｄレコーダおよび記録再生装置
CA2571643C (en) * 2004-06-21 2011-02-01 Nevengineering, Inc. Single image based multi-biometric system and method
US8019801B1 (en) * 2004-06-23 2011-09-13 Mayo Foundation For Medical Education And Research Techniques to rate the validity of multiple methods to process multi-dimensional data
US8320641B2 (en) 2004-10-28 2012-11-27 DigitalOptics Corporation Europe Limited Method and apparatus for red-eye detection using preview or other reference images
US8503800B2 (en) 2007-03-05 2013-08-06 DigitalOptics Corporation Europe Limited Illumination detection using classifier chains
US7315631B1 (en) * 2006-08-11 2008-01-01 Fotonation Vision Limited Real-time face tracking in a digital image acquisition device
US7765231B2 (en) * 2005-04-08 2010-07-27 Rathus Spencer A System and method for accessing electronic data via an image search engine
US7646916B2 (en) * 2005-04-15 2010-01-12 Mississippi State University Linear analyst
US7587070B2 (en) * 2005-09-28 2009-09-08 Facedouble, Inc. Image classification and information retrieval over wireless digital networks and the internet
US8369570B2 (en) * 2005-09-28 2013-02-05 Facedouble, Inc. Method and system for tagging an image of an individual in a plurality of photos
US8311294B2 (en) 2009-09-08 2012-11-13 Facedouble, Inc. Image classification and information retrieval over wireless digital networks and the internet
US7450740B2 (en) 2005-09-28 2008-11-11 Facedouble, Inc. Image classification and information retrieval over wireless digital networks and the internet
US7599527B2 (en) * 2005-09-28 2009-10-06 Facedouble, Inc. Digital image search system and method
US8600174B2 (en) * 2005-09-28 2013-12-03 Facedouble, Inc. Method and system for attaching a metatag to a digital image
US8326775B2 (en) * 2005-10-26 2012-12-04 Cortica Ltd. Signature generation for multimedia deep-content-classification by a large-scale matching system and method thereof
US9330246B2 (en) * 2005-11-09 2016-05-03 Paul J. Munyon System and method for inhibiting access to a computer
US8260008B2 (en) * 2005-11-11 2012-09-04 Eyelock, Inc. Methods for performing biometric recognition of a human eye and corroboration of same
AU2007223336B2 (en) * 2006-03-03 2011-03-10 Honeywell International, Inc. A combined face and iris recognition system
DE602007012246D1 (de) 2006-06-12 2011-03-10 Tessera Tech Ireland Ltd Fortschritte bei der erweiterung der aam-techniken aus grauskalen- zu farbbildern
US20070297653A1 (en) * 2006-06-22 2007-12-27 Rudolf Maarten Bolle Fingerprint representation using localized texture features
US7751599B2 (en) * 2006-08-09 2010-07-06 Arcsoft, Inc. Method for driving virtual facial expressions by automatically detecting facial expressions of a face image
US7916897B2 (en) 2006-08-11 2011-03-29 Tessera Technologies Ireland Limited Face tracking for controlling imaging parameters
US7403643B2 (en) 2006-08-11 2008-07-22 Fotonation Vision Limited Real-time face tracking in a digital image acquisition device
US7773779B2 (en) * 2006-10-19 2010-08-10 I.Q.S. Shalev Ltd. Biometric systems
JP2008118383A (ja) * 2006-11-02 2008-05-22 Matsushita Electric Ind Co Ltd デジタルカメラ
JP2008152530A (ja) * 2006-12-18 2008-07-03 Sony Corp 顔認識装置及び顔認識方法、ガボア・フィルタ適用装置、並びにコンピュータ・プログラム
US7707162B2 (en) * 2007-01-08 2010-04-27 International Business Machines Corporation Method and apparatus for classifying multimedia artifacts using ontology selection and semantic classification
US8055067B2 (en) 2007-01-18 2011-11-08 DigitalOptics Corporation Europe Limited Color segmentation
EP2115662B1 (en) * 2007-02-28 2010-06-23 Fotonation Vision Limited Separating directional lighting variability in statistical face modelling based on texture space decomposition
JP4970557B2 (ja) 2007-03-05 2012-07-11 デジタルオプティックス・コーポレイション・ヨーロッパ・リミテッド デジタル画像取込装置における顔検索及び検出
US8027541B2 (en) * 2007-03-15 2011-09-27 Microsoft Corporation Image organization based on image content
WO2008123967A1 (en) * 2007-04-02 2008-10-16 Roamware, Inc. System and method for making a face call
US8111879B2 (en) * 2007-04-05 2012-02-07 Honeywell International Inc. Face and iris imaging system and method
US7916971B2 (en) * 2007-05-24 2011-03-29 Tessera Technologies Ireland Limited Image processing method and apparatus
US9794348B2 (en) 2007-06-04 2017-10-17 Todd R. Smith Using voice commands from a mobile device to remotely access and control a computer
US7844085B2 (en) * 2007-06-07 2010-11-30 Seiko Epson Corporation Pairwise feature learning with boosting for use in face detection
US9117119B2 (en) 2007-09-01 2015-08-25 Eyelock, Inc. Mobile identity platform
WO2009029757A1 (en) 2007-09-01 2009-03-05 Global Rainmakers, Inc. System and method for iris data acquisition for biometric identification
US20090060286A1 (en) * 2007-09-04 2009-03-05 General Electric Company Identification system and method utilizing iris imaging
KR101347598B1 (ko) * 2007-10-12 2014-01-07 삼성전자주식회사 영상 변환 방법 및 장치
US8558663B2 (en) 2007-11-30 2013-10-15 Bank Of America Corporation Integration of facial recognition into cross channel authentication
US9639740B2 (en) 2007-12-31 2017-05-02 Applied Recognition Inc. Face detection and recognition
US9721148B2 (en) 2007-12-31 2017-08-01 Applied Recognition Inc. Face detection and recognition
CN104866553A (zh) 2007-12-31 2015-08-26 应用识别公司 利用脸部签名来标识和共享数字图像的方法、系统和计算机程序
US8538096B2 (en) * 2008-01-09 2013-09-17 International Business Machines Corporation Methods and apparatus for generation of cancelable fingerprint template
US8532344B2 (en) * 2008-01-09 2013-09-10 International Business Machines Corporation Methods and apparatus for generation of cancelable face template
WO2009096475A1 (ja) * 2008-01-29 2009-08-06 Kabushiki Kaisha Dds ハイブリッド生体認証装置、ハイブリッド生体認証方法、ハイブリッド生体認証用コンピュータプログラムを記憶したコンピュータ読み取り可能な記憶媒体
US7855737B2 (en) * 2008-03-26 2010-12-21 Fotonation Ireland Limited Method of making a digital camera image of a scene including the camera user
US8442279B2 (en) 2008-06-27 2013-05-14 Lockheed Martin Corporation Assessing biometric sample quality using wavelets and a boosted classifier
EP2291795A1 (en) * 2008-07-02 2011-03-09 C-True Ltd. Face recognition system and method
EP2277141A2 (en) * 2008-07-30 2011-01-26 Tessera Technologies Ireland Limited Automatic face and skin beautification using face detection
GB0818089D0 (en) 2008-10-03 2008-11-05 Eastman Kodak Co Interactive image selection method
US9002120B2 (en) 2008-10-03 2015-04-07 Intellectual Ventures Fund 83 Llc Interactive image selection method
US8284267B2 (en) * 2009-03-11 2012-10-09 O2Micro Inc. Virtual camera for sharing a physical camera
US8538093B2 (en) * 2009-04-20 2013-09-17 Mark Kodesh Method and apparatus for encouraging social networking through employment of facial feature comparison and matching
US8379917B2 (en) * 2009-10-02 2013-02-19 DigitalOptics Corporation Europe Limited Face recognition performance using additional image features
JP2011090466A (ja) * 2009-10-21 2011-05-06 Sony Corp 情報処理装置及び方法、並びにプログラム
US8238671B1 (en) 2009-12-07 2012-08-07 Google Inc. Scene classification for place recognition
US8189964B2 (en) * 2009-12-07 2012-05-29 Google Inc. Matching an approximately located query image against a reference image set
US8774527B1 (en) 2009-12-07 2014-07-08 Google Inc. Matching an approximately located query image against a reference image set using cellular base station and wireless access point information
KR101185243B1 (ko) * 2009-12-15 2012-09-21 삼성전자주식회사 얼굴 인식을 위한 복수의 얼굴 이미지를 등록하기 위한 장치 및 방법
US8634596B2 (en) * 2009-12-22 2014-01-21 Honeywell International Inc. Three-dimensional multilayer skin texture recognition system and method
CN101751559B (zh) * 2009-12-31 2012-12-12 中国科学院计算技术研究所 人脸皮肤斑痣点检测及利用皮肤斑痣识别人脸的方法
US8655053B1 (en) 2010-05-31 2014-02-18 Andrew S Hansen Body modeling and garment fitting using an electronic device
US8908928B1 (en) 2010-05-31 2014-12-09 Andrew S. Hansen Body modeling and garment fitting using an electronic device
US9141150B1 (en) * 2010-09-15 2015-09-22 Alarm.Com Incorporated Authentication and control interface of a security system
KR20120052636A (ko) * 2010-11-16 2012-05-24 한국전자통신연구원 온톨로지 기반의 품목분류코드 추천 시스템 및 방법
BR112013021160B1 (pt) 2011-02-17 2021-06-22 Eyelock Llc Método e aparelho para processar imagens adquiridas usando um único sensor de imagens
US8509525B1 (en) 2011-04-06 2013-08-13 Google Inc. Clustering of forms from large-scale scanned-document collection
US20120287163A1 (en) * 2011-05-10 2012-11-15 Apple Inc. Scaling of Visual Content Based Upon User Proximity
US9552376B2 (en) 2011-06-09 2017-01-24 MemoryWeb, LLC Method and apparatus for managing digital files
ES2495425T3 (es) 2011-07-11 2014-09-17 Accenture Global Services Limited Detección de vida
CN102266241B (zh) * 2011-08-05 2013-04-17 上海交通大学 融合人脸和指纹视觉信息的协同性别识别方法
US8548207B2 (en) 2011-08-15 2013-10-01 Daon Holdings Limited Method of host-directed illumination and system for conducting host-directed illumination
US8903138B1 (en) 2011-09-06 2014-12-02 Google Inc. Face recognition using pre-templates
WO2013067513A1 (en) 2011-11-04 2013-05-10 Massachusetts Eye & Ear Infirmary Contextual image stabilization
US9082004B2 (en) 2011-12-15 2015-07-14 The Nielsen Company (Us), Llc. Methods and apparatus to capture images
US9202105B1 (en) 2012-01-13 2015-12-01 Amazon Technologies, Inc. Image analysis for user authentication
US9177130B2 (en) * 2012-03-15 2015-11-03 Google Inc. Facial feature detection
CN104205013A (zh) * 2012-03-27 2014-12-10 索尼公司 信息处理装置、信息处理方法以及程序
JP2013207356A (ja) * 2012-03-27 2013-10-07 Sony Corp 情報処理装置、情報処理方法およびプログラム
KR101357581B1 (ko) * 2012-06-21 2014-02-05 안양대학교 산학협력단 깊이 정보 기반 사람의 피부 영역 검출 방법
US8396265B1 (en) * 2012-06-26 2013-03-12 Google Inc. Facial recognition
US20140003674A1 (en) * 2012-06-27 2014-01-02 Christopher D. Coley Skin-Based User Recognition
US8769557B1 (en) 2012-12-27 2014-07-01 The Nielsen Company (Us), Llc Methods and apparatus to determine engagement levels of audience members
US8885925B2 (en) 2013-03-12 2014-11-11 Harris Corporation Method for 3D object identification and pose detection using phase congruency and fractal analysis
WO2014172464A1 (en) * 2013-04-16 2014-10-23 Imageware Systems, Inc. Real-time biometric database and template management
JP2015018400A (ja) * 2013-07-10 2015-01-29 グローリー株式会社 顔照合装置、顔照合方法及び顔照合プログラム
US9147061B1 (en) 2013-11-22 2015-09-29 Google Inc. Multi-level authentication
US9396177B1 (en) * 2014-02-10 2016-07-19 Jpmorgan Chase Bank, N.A. Systems and methods for document tracking using elastic graph-based hierarchical analysis
WO2015137645A1 (ko) * 2014-03-13 2015-09-17 엘지전자 주식회사 이동 단말기 및 그 제어 방법
US9239957B2 (en) 2014-04-04 2016-01-19 Fotonation Limited Image processing method and apparatus
KR101640014B1 (ko) * 2014-07-17 2016-07-15 크루셜텍 (주) 허위 안면 이미지 분류가 가능한 홍채 인식 장치
US10614204B2 (en) 2014-08-28 2020-04-07 Facetec, Inc. Facial recognition authentication system including path parameters
CA3186147A1 (en) 2014-08-28 2016-02-28 Kevin Alan Tussy Facial recognition authentication system including path parameters
US10698995B2 (en) 2014-08-28 2020-06-30 Facetec, Inc. Method to verify identity using a previously collected biometric image/data
US11256792B2 (en) 2014-08-28 2022-02-22 Facetec, Inc. Method and apparatus for creation and use of digital identification
US10915618B2 (en) 2014-08-28 2021-02-09 Facetec, Inc. Method to add remotely collected biometric images / templates to a database record of personal information
US10803160B2 (en) 2014-08-28 2020-10-13 Facetec, Inc. Method to verify and identify blockchain with user question data
EP3692896A1 (en) * 2014-11-04 2020-08-12 Samsung Electronics Co., Ltd. Electronic device, and method for analyzing face information in electronic device
JP6572537B2 (ja) * 2014-12-15 2019-09-11 富士通コネクテッドテクノロジーズ株式会社 認証装置、方法及びプログラム
RU2596062C1 (ru) 2015-03-20 2016-08-27 Автономная Некоммерческая Образовательная Организация Высшего Профессионального Образования "Сколковский Институт Науки И Технологий" Способ коррекции изображения глаз с использованием машинного обучения и способ машинного обучения
JP6664163B2 (ja) * 2015-08-05 2020-03-13 キヤノン株式会社 画像識別方法、画像識別装置及びプログラム
US9749317B2 (en) 2015-08-28 2017-08-29 At&T Intellectual Property I, L.P. Nullifying biometrics
KR102401170B1 (ko) 2015-10-21 2022-05-24 삼성전자주식회사 복합 인증 장치 및 방법
CN105554385B (zh) * 2015-12-18 2018-07-10 天津中科智能识别产业技术研究院有限公司 一种远距离多模态生物特征识别方法及其系统
CN114143495A (zh) 2016-01-05 2022-03-04 瑞尔D斯帕克有限责任公司 多视角图像的注视校正
USD987653S1 (en) 2016-04-26 2023-05-30 Facetec, Inc. Display screen or portion thereof with graphical user interface
CN105959121B (zh) * 2016-07-08 2018-12-14 江苏心灵鸡汤信息技术有限公司 一种具有身份验证功能的移动终端
CN106899567B (zh) * 2016-08-24 2019-12-13 阿里巴巴集团控股有限公司 用户核身方法、装置及系统
KR102458241B1 (ko) 2016-12-13 2022-10-24 삼성전자주식회사 사용자 인식 장치 및 방법
CN106599841A (zh) * 2016-12-13 2017-04-26 广东工业大学 一种基于全脸匹配的身份验证方法及装置
US10430644B2 (en) 2017-06-06 2019-10-01 Global Bionic Optics Ltd. Blended iris and facial biometric system
CN109325988B (zh) * 2017-07-31 2022-11-11 腾讯科技（深圳）有限公司 一种面部表情合成方法、装置及电子设备
WO2019032604A1 (en) 2017-08-08 2019-02-14 Reald Spark, Llc ADJUSTING A DIGITAL REPRESENTATION OF A HEADQUARTERS
CN113128449A (zh) * 2017-08-09 2021-07-16 北京市商汤科技开发有限公司 用于人脸图像处理的神经网络训练、人脸图像处理方法及装置
RU2670798C9 (ru) 2017-11-24 2018-11-26 Самсунг Электроникс Ко., Лтд. Способ аутентификации пользователя по радужной оболочке глаз и соответствующее устройство
US11017575B2 (en) 2018-02-26 2021-05-25 Reald Spark, Llc Method and system for generating data to provide an animated visual representation
JP7165909B2 (ja) 2018-02-28 2022-11-07 パナソニックＩｐマネジメント株式会社 画像合成装置、虹彩認証システム、画像合成方法及び虹彩認証方法
JP2019152929A (ja) 2018-02-28 2019-09-12 パナソニックＩｐマネジメント株式会社 認証装置及び認証方法
CN108596814A (zh) * 2018-04-20 2018-09-28 聊城农村商业银行股份有限公司 基于人脸识别的社保认证系统
KR102177453B1 (ko) * 2018-10-16 2020-11-11 서울시립대학교 산학협력단 얼굴 인식 방법 및 얼굴 인식 장치
US10936178B2 (en) 2019-01-07 2021-03-02 MemoryWeb, LLC Systems and methods for analyzing and organizing digital photos and videos
USD963407S1 (en) 2019-06-24 2022-09-13 Accenture Global Solutions Limited Beverage dispensing machine
US10726246B1 (en) 2019-06-24 2020-07-28 Accenture Global Solutions Limited Automated vending machine with customer and identification authentication
US11874906B1 (en) * 2020-01-15 2024-01-16 Robert William Kocher Skin personal identification (Skin-PIN)
EP3869395A1 (en) 2020-02-21 2021-08-25 Accenture Global Solutions Limited Identity and liveness verification
US11711638B2 (en) 2020-06-29 2023-07-25 The Nielsen Company (Us), Llc Audience monitoring systems and related methods
CN113111808B (zh) * 2021-04-20 2022-03-29 山东大学 基于机器视觉的异常行为检测方法及系统
CN113468961A (zh) * 2021-05-28 2021-10-01 郑州轻工业大学 一种针对特定对象使用的图像信息处理方法及系统
US11860704B2 (en) 2021-08-16 2024-01-02 The Nielsen Company (Us), Llc Methods and apparatus to determine user presence
US11758223B2 (en) 2021-12-23 2023-09-12 The Nielsen Company (Us), Llc Apparatus, systems, and methods for user presence detection for audience monitoring
US11985411B2 (en) * 2022-06-24 2024-05-14 Dell Products L.P. Detection of image sensor shutter state
US12088882B2 (en) 2022-08-26 2024-09-10 The Nielsen Company (Us), Llc Systems, apparatus, and related methods to estimate audience exposure based on engagement level
WO2024166210A1 (ja) * 2023-02-07 2024-08-15 日本電気株式会社 認証装置、認証方法及び記録媒体

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1020811A2 (en) * 1999-01-15 2000-07-19 Citicorp Development Center, Inc. Fast matching systems and methods for personal identification
US6714665B1 (en) * 1994-09-02 2004-03-30 Sarnoff Corporation Fully automated iris recognition system utilizing wide and narrow fields of view

Family Cites Families (28)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS63223974A (ja) * 1987-03-13 1988-09-19 Toshiba Corp 画像処理装置
US5291560A (en) * 1991-07-15 1994-03-01 Iri Scan Incorporated Biometric personal identification system based on iris analysis
US5835616A (en) * 1994-02-18 1998-11-10 University Of Central Florida Face detection using templates
ES2110841T5 (es) * 1994-03-24 2005-12-16 Minnesota Mining And Manufacturing Company Sistema de autenticacion personal biometrica.
US5572596A (en) * 1994-09-02 1996-11-05 David Sarnoff Research Center, Inc. Automated, non-invasive iris recognition system and method
US5729619A (en) * 1995-08-08 1998-03-17 Northrop Grumman Corporation Operator identity, intoxication and drowsiness monitoring system and method
JP3626301B2 (ja) * 1996-11-15 2005-03-09 沖電気工業株式会社 個人識別装置
US6301370B1 (en) * 1998-04-13 2001-10-09 Eyematic Interfaces, Inc. Face recognition from video images
US6272231B1 (en) * 1998-11-06 2001-08-07 Eyematic Interfaces, Inc. Wavelet-based facial motion capture for avatar animation
US6944318B1 (en) * 1999-01-15 2005-09-13 Citicorp Development Center, Inc. Fast matching systems and methods for personal identification
JP2001034754A (ja) * 1999-07-19 2001-02-09 Sony Corp 虹彩認証装置
US6697502B2 (en) * 2000-12-14 2004-02-24 Eastman Kodak Company Image processing method for detecting human figures in a digital image
JP2002251380A (ja) * 2001-02-22 2002-09-06 Omron Corp 利用者照合システム
US6920236B2 (en) * 2001-03-26 2005-07-19 Mikos, Ltd. Dual band biometric identification system
US7416302B2 (en) * 2001-09-14 2008-08-26 Stmicroelectronics S.A. Ring location
US7369685B2 (en) * 2002-04-05 2008-05-06 Identix Corporation Vision-based operating method and system
US20040052418A1 (en) * 2002-04-05 2004-03-18 Bruno Delean Method and apparatus for probabilistic image analysis
JP4078117B2 (ja) * 2002-05-23 2008-04-23 日本放送協会 被写体判別方法、被写体判別装置、及び被写体判別プログラム
DE10245900A1 (de) 2002-09-30 2004-04-08 Neven jun., Hartmut, Prof.Dr. Bildbasiertes Anfragesystem für Suchmaschinen für mobile Endgeräte mit eingebauter Kamera
CN101064005A (zh) * 2003-02-13 2007-10-31 日本电气株式会社 伪装检测装置及伪装检测方法
US7415138B2 (en) * 2003-11-25 2008-08-19 Ultra-Scan Corporation Biometric authorization method and system
US8421872B2 (en) * 2004-02-20 2013-04-16 Google Inc. Image base inquiry system for search engines for mobile telephones with integrated camera
US7565139B2 (en) * 2004-02-20 2009-07-21 Google Inc. Image-based search engine for mobile phones with camera
CA2571643C (en) * 2004-06-21 2011-02-01 Nevengineering, Inc. Single image based multi-biometric system and method
US7440929B2 (en) * 2005-01-14 2008-10-21 Ultra-Scan Corporation Multimodal authorization method, system and device
JP4734980B2 (ja) * 2005-03-15 2011-07-27 オムロン株式会社 顔認証装置およびその制御方法、顔認証装置を備えた電子機器、顔認証装置制御プログラム、ならびに該プログラムを記録した記録媒体
US7860280B2 (en) * 2006-06-09 2010-12-28 Samsung Electronics Co., Ltd. Facial feature detection method and device
US20080298643A1 (en) * 2007-05-30 2008-12-04 Lawther Joel S Composite person model from image collection

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6714665B1 (en) * 1994-09-02 2004-03-30 Sarnoff Corporation Fully automated iris recognition system utilizing wide and narrow fields of view
EP1020811A2 (en) * 1999-01-15 2000-07-19 Citicorp Development Center, Inc. Fast matching systems and methods for personal identification

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
WISKOTT L ET AL.Face Recognition by Elastic Bunch Graph Matching.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE19 7.1997,19(7),775-777.
WISKOTT L ET AL.Face Recognition by Elastic Bunch Graph Matching.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE19 7.1997,19(7),775-777. *

Also Published As

Publication number Publication date
AU2011202268B2 (en) 2012-09-13
AU2005278003A1 (en) 2006-03-02
DE602005022718D1 (de) 2010-09-16
AU2005278003B8 (en) 2011-06-23
BRPI0512354A (pt) 2008-05-13
US20060050933A1 (en) 2006-03-09
CN101027678A (zh) 2007-08-29
JP2008504606A (ja) 2008-02-14
JP4610614B2 (ja) 2011-01-12
EP1766555A1 (en) 2007-03-28
KR100982197B1 (ko) 2010-09-14
US7697735B2 (en) 2010-04-13
EP1766555B1 (en) 2010-08-04
AU2011202268A1 (en) 2011-06-09
KR20070070151A (ko) 2007-07-03
WO2006023046A1 (en) 2006-03-02
ATE476715T1 (de) 2010-08-15
CA2571643C (en) 2011-02-01
AU2005278003B2 (en) 2011-02-24
ES2348248T3 (es) 2010-12-02
CA2571643A1 (en) 2006-03-02

Similar Documents

Publication Publication Date Title
CN101027678B (zh) 基于单个图像的多生物统计系统及方法
Burge et al. Ear biometrics
KR100974293B1 (ko) 얼굴 인식 방법 및 시스템
CN102902959B (zh) 基于二代身份证存储证件照的人脸识别方法及系统
JP5008269B2 (ja) 情報処理装置、情報処理方法
JP5629803B2 (ja) 画像処理装置、撮像装置、画像処理方法
KR100944247B1 (ko) 얼굴 인식 방법 및 시스템
CN109558810B (zh) 基于部位分割与融合目标人物识别方法
CN105740781B (zh) 一种三维人脸活体检测的方法和装置
JP2000259814A (ja) 画像処理装置及びその方法
KR20050025927A (ko) 홍채인식을 위한 동공 검출 방법 및 형상기술자 추출방법과 그를 이용한 홍채 특징 추출 장치 및 그 방법과홍채인식 시스템 및 그 방법
Chang et al. Effects on facial expression in 3D face recognition
KR100756047B1 (ko) 생체 얼굴 인식 장치 및 그 방법
JP2002208011A (ja) 画像照合処理システムおよび画像照合方法
KR20020092522A (ko) 손가락 마디 지문을 이용한 개인 식별 방법 및 그 장치
Dutta et al. AI‐and IoT‐Based Face Recognition Model for Identification of Human Diseases
Siregar et al. Identity recognition of people through face image using principal component analysis
Lee et al. Ocular and iris recognition baseline algorithm
Kim et al. Face detection by facial features with color images and face recognition using PCA
MADHURI et al. Pose-Robust Recognition of Low-Resolution Face Images
CN112070950A (zh) 脱机人脸识别电梯门禁控制方法、设备及其系统
Mathivanan et al. Peg Free Multi-Dimensional Palmprint Feature Extraction Using Hybrid Level Fusion Strategy
Youmaran Algorithms to process and measure biometric information content in low quality face and iris images
Burge et al. 13EAR BIOMETRICS
Kumar et al. Face Recognition Using Active Shape Model

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
CP01 Change in the name or title of a patent holder

Address after: American California

Patentee after: Google limited liability company

Address before: American California

Patentee before: Google Inc.

CP01 Change in the name or title of a patent holder